DALorRA applies variational Bayesian sparse masking to LoRA ranks to calibrate LLM uncertainty while preserving accuracy.
Efficient uncertainty in llms through evidential knowledge distillation.arXiv preprint arXiv:2507.18366, 2025
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Bayesian Sparse Low-Rank Adaptation for Large Language Model Uncertainty Estimation
DALorRA applies variational Bayesian sparse masking to LoRA ranks to calibrate LLM uncertainty while preserving accuracy.